Datasets
Standard Dataset
Indoor Received Power Measurements Associated with Reference Transmitter Location using Wireless Sensor Network
- Citation Author(s):
- Submitted by:
- Ivo Bizon F. de...
- Last updated:
- Tue, 02/13/2024 - 08:22
- DOI:
- 10.21227/c8ct-gs89
- Data Format:
- License:
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Abstract
Accurately obtaining the position of active transmitters within an indoor wireless network has promising applications in future wireless networks. However, due to the complex propagation phenomena experienced by signals indoors, classical model-based localization techniques present poor accuracy, and machine learning (ML) based positioning has a promising potential to deliver high accuracy localization services indoors. Hence, datasets containing real-world measurands available represent an important step to better understand the achievable performance of ML-based positioning schemes.
Instructions:
Please see description file.
Funding Agency:
European Union Horizon 2020, Deutsche Forschungsgemeinschaft (DFG), German Federal Ministry of Education and Research (BMBF)
Grant Number:
957216, 390696704, 16KISK001K
Dataset Files
- measurement_data_rounds.mat (293.88 kB)
- measurement_data_no_shuffle.mat (293.75 kB)
Documentation
Attachment | Size |
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readme.pdf | 12.54 MB |